Merge branch 'WHY-2694_fix_merger_issue' of github.com:whylabs/whylog…

…s-python into WHY-2694_fix_merger_issue

.github/workflows/continuous-integration.yml

@@ -55,6 +55,8 @@ jobs:
   finish:
     needs: test
     runs-on: ubuntu-latest
+    strategy:
+      max-parallel: 2
     steps:
     - name: Coveralls Finished
       env:
@@ -63,4 +65,3 @@ jobs:
       with:
         parallel-finished: true
         github-token : ${{ secrets.GITHUB_TOKEN }}
-

.github/workflows/release-drafter.yml

@@ -13,4 +13,4 @@ jobs:
       # Drafts your next Release notes as Pull Requests are merged into "mainline"
       - uses: release-drafter/release-drafter@v5
         env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} 
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/test-notebook.yml

@@ -0,0 +1,46 @@
+name: notebook test
+
+on:
+  push:
+    branches: [ mainline, release]
+  pull_request:
+    branches: [ mainline, release]
+
+jobs:
+  test:
+    runs-on: ${{ matrix.os }}
+
+    strategy:
+      fail-fast: false
+      max-parallel: 6
+      matrix:
+        python-version: [3.9]
+        os: [ubuntu-latest]
+
+    steps:
+    - uses: actions/checkout@v2
+      with:
+        submodules: true
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install Protoc
+      uses: arduino/setup-protoc@master
+      with:
+        repo-token: ${{ secrets.GITHUB_TOKEN }}
+    - name: Cache Python dependencies
+      uses: actions/cache@v2
+      with:
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements-test.txt') }}
+        restore-keys: |
+          ${{ runner.os }}-pip-
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements-test.txt
+    - name: Run notebook test
+      run: |
+        pytest --no-cov test_notebooks/notebook_tests.py
+    

.gitignore

@@ -50,6 +50,7 @@ coverage.xml
 .hypothesis/
 .pytest_cache/
 cover/
+mlruns/
 
 # Translations
 *.mo

.whylogs.yaml

@@ -0,0 +1,23 @@
+
+project: s3_example_project
+pipeline: latest_results
+verbose: false
+writers:
+- formats:
+  - protobuf
+  output_path: s3://super_awesome_bucket/
+  path_template: $name/dataset_summary
+  filename_template: dataset_summary
+  type: s3
+- formats:
+  - flat
+  output_path: s3://super_awesome_bucket/
+  path_template: $name/dataset_summary
+  filename_template: dataset_summary
+  type: s3
+- formats:
+  - json
+  output_path: s3://super_awesome_bucket/
+  path_template: $name/dataset_summary
+  filename_template: dataset_summary
+  type: s3

README.md

@@ -121,6 +121,7 @@ The whylogs library is integrated with the following:
 - [Java and Apache Spark](https://github.com/whylabs/whylogs-java)
 - AWS S3 (for output storage)
 - Jupyter Notebooks
+- MLflow
 
 ### Dependencies
 

constraints.json

@@ -0,0 +1,43 @@
+{
+  "valueConstraints": {
+    "fico_range_high": {
+      "constraints": [
+        {
+          "name": "value GT 4000",
+          "value": 4000.0,
+          "op": "GT",
+          "verbose": false
+        }
+      ]
+    },
+    "loan_amnt": {
+      "constraints": [
+        {
+          "name": "value LT 548250",
+          "value": 548250.0,
+          "op": "LT",
+          "verbose": false
+        },
+        {
+          "name": "value GT 2500.0",
+          "value": 2500.0,
+          "op": "GT",
+          "verbose": true
+        }
+      ]
+    }
+  },
+  "summaryConstraints": {
+    "annual_inc": {
+      "constraints": [
+        {
+          "name": "summary min GE 0/None",
+          "firstField": "min",
+          "value": 0.0,
+          "op": "GE",
+          "verbose": false
+        }
+      ]
+    }
+  }
+}